-
2
-
-
54249110594
-
Mixed membership stochastic blockmodels
-
AIROLDI, E. M., BLEI, D. M., FIENBERG, S. E. and XING, E. P. (2008). Mixed membership stochastic blockmodels. J. Mach. Learn. Res. 9 1981-2014.
-
(2008)
J. Mach. Learn. Res.
, vol.9
, pp. 1981-2014
-
-
Airoldi, E.M.1
Blei, D.M.2
Fienberg, S.E.3
Xing, E.P.4
-
3
-
-
84907144758
-
-
AMINI, A. A., CHEN, A., BICKEL, P. J. and LEVINA, E. (2013). Supplement to "Pseudolikelihood methods for community detection in large sparse networks." DOI:10.1214/13-AOS1138SUPP.
-
(2013)
Supplement to "Pseudolikelihood Methods for Community Detection in Large Sparse Networks"
-
-
Amini, A.A.1
Chen, A.2
Bickel, P.J.3
Levina, E.4
-
4
-
-
80053018115
-
An efficient and principled method for detecting communities in networks
-
BALL, B., KARRER, B. and NEWMAN, M. E. J. (2011). An efficient and principled method for detecting communities in networks. Phys. Rev. E (3) 34 036103.
-
(2011)
Phys. Rev. E
, vol.34
, Issue.3
, pp. 036103
-
-
Ball, B.1
Karrer, B.2
Newman, M.E.J.3
-
5
-
-
0000913755
-
Spatial interaction and the statistical analysis of lattice systems
-
MR0373208
-
BESAG, J. (1974). Spatial interaction and the statistical analysis of lattice systems. J. R. Stat. Soc. Ser. B Stat. Methodol. 36 192-236. MR0373208
-
(1974)
J. R. Stat. Soc. Ser. B Stat. Methodol.
, vol.36
, pp. 192-236
-
-
Besag, J.1
-
6
-
-
75849140057
-
A nonparametric view of network models and Newman-Girvan and other modularities
-
BICKEL, P. J. and CHEN, A. (2009). A nonparametric view of network models and Newman-Girvan and other modularities. Proc. Natl. Acad. Sci. USA 106 21068-21073.
-
(2009)
Proc. Natl. Acad. Sci. USA
, vol.106
, pp. 21068-21073
-
-
Bickel, P.J.1
Chen, A.2
-
7
-
-
82655189991
-
The method of moments and degree distributions for network models
-
MR2906868
-
BICKEL, P. J., CHEN, A. and LEVINA, E. (2011). The method of moments and degree distributions for network models. Ann. Statist. 39 2280-2301. MR2906868
-
(2011)
Ann. Statist.
, vol.39
, pp. 2280-2301
-
-
Bickel, P.J.1
Chen, A.2
Levina, E.3
-
8
-
-
84907141727
-
-
arXiv:1207.0865
-
BICKEL, P. J., CHOI, D., CHANG, X. and ZHANG, H. (2012). Asymptotic normality of maximum likelihood and its variational approximation for stochastic blockmodels. Available at arXiv:1207.0865.
-
(2012)
Asymptotic Normality of Maximum Likelihood and Its Variational Approximation for Stochastic Blockmodels
-
-
Bickel, P.J.1
Choi, D.2
Chang, X.3
Zhang, H.4
-
10
-
-
84875385659
-
Consistency of maximum-likelihood and variational estimators in the stochastic block model
-
MR2988467
-
CELISSE, A., DAUDIN, J.-J. and PIERRE, L. (2012). Consistency of maximum-likelihood and variational estimators in the stochastic block model. Electron. J. Stat. 6 1847-1899. MR2988467
-
(2012)
Electron. J. Stat.
, vol.6
, pp. 1847-1899
-
-
Celisse, A.1
Daudin, J.-J.2
Pierre, L.3
-
13
-
-
84872742659
-
Spectral clustering of graphs with general degrees in the extended planted partition model
-
CHAUDHURI, K., CHUNG, F. and TSIATAS, A. (2012). Spectral clustering of graphs with general degrees in the extended planted partition model. JMLR Workshop and Conference Proceedings 23 35.1-35.23.
-
(2012)
JMLR Workshop and Conference Proceedings
, vol.23
, pp. 35.1-35.23
-
-
Chaudhuri, K.1
Chung, F.2
Tsiatas, A.3
-
14
-
-
84555195640
-
Asymptotic analysis of the stochastic block model for modular networks and its algorithmic applications
-
DECELLE, A., KRZAKALA, F., MOORE, C. and ZDEBOROVÁ, L. (2012). Asymptotic analysis of the stochastic block model for modular networks and its algorithmic applications. Phys. Rev. E (3) 84 066106.
-
(2012)
Phys. Rev. E
, vol.84
, Issue.3
, pp. 066106
-
-
Decelle, A.1
Krzakala, F.2
Moore, C.3
Zdeborová, L.4
-
15
-
-
74049087026
-
Community detection in graphs
-
MR2580414
-
FORTUNATO, S. (2010). Community detection in graphs. Phys. Rep. 486 75-174. MR2580414
-
(2010)
Phys. Rep.
, vol.486
, pp. 75-174
-
-
Fortunato, S.1
-
16
-
-
0000073743
-
On the distribution of the number of successes in independent trials
-
MR0365651
-
GLESER, L. J. (1975). On the distribution of the number of successes in independent trials. Ann. Probab. 3 182-188. MR0365651
-
(1975)
Ann. Probab.
, vol.3
, pp. 182-188
-
-
Gleser, L.J.1
-
18
-
-
0001069505
-
On the distribution of the number of successes in independent trials
-
MR0080391
-
HOEFFDING, W. (1956). On the distribution of the number of successes in independent trials. Ann. Math. Statist. 27 713-721. MR0080391
-
(1956)
Ann. Math. Statist.
, vol.27
, pp. 713-721
-
-
Hoeffding, W.1
-
19
-
-
75849131336
-
Modeling homophily and stochastic equivalence in symmetric relational data
-
MIT Press, Cambridge, MA
-
HOFF, P. D. (2007). Modeling homophily and stochastic equivalence in symmetric relational data. In Advances in Neural Information Processing Systems, Vol. 19. MIT Press, Cambridge, MA.
-
(2007)
Advances in Neural Information Processing Systems
, vol.19
-
-
Hoff, P.D.1
-
21
-
-
84950607156
-
An exponential family of probability distributions for directed graphs
-
MR0608176
-
HOLLAND, P. W. and LEINHARDT, S. (1981). An exponential family of probability distributions for directed graphs. J. Amer. Statist. Assoc. 76 33-65. MR0608176
-
(1981)
J. Amer. Statist. Assoc.
, vol.76
, pp. 33-65
-
-
Holland, P.W.1
Leinhardt, S.2
-
22
-
-
79951710564
-
Stochastic blockmodels and community structure in networks
-
MR2788206
-
KARRER, B. and NEWMAN, M. E. J. (2011). Stochastic blockmodels and community structure in networks. Phys. Rev. E (3) 83 016107, 10. MR2788206
-
(2011)
Phys. Rev. E
, vol.83
, Issue.3
, pp. 016107+10
-
-
Karrer, B.1
Newman, M.E.J.2
-
23
-
-
78751700989
-
Uncovering latent structure in valued graphs: A variational approach
-
MR2758646
-
MARIADASSOU, M., ROBIN, S. and VACHER, C. (2010). Uncovering latent structure in valued graphs: A variational approach. Ann. Appl. Stat. 4 715-742. MR2758646
-
(2010)
Ann. Appl. Stat.
, vol.4
, pp. 715-742
-
-
Mariadassou, M.1
Robin, S.2
Vacher, C.3
-
25
-
-
2942564706
-
Detecting community structure in networks
-
NEWMAN, M. E. J. (2004). Detecting community structure in networks. Eur. Phys. J. B 38 321-330.
-
(2004)
Eur. Phys. J. B
, vol.38
, pp. 321-330
-
-
Newman, M.E.J.1
-
26
-
-
33749468596
-
Finding community structure in networks using the eigenvectors of matrices
-
MR2282139
-
NEWMAN, M. E. J. (2006). Finding community structure in networks using the eigenvectors of matrices. Phys. Rev. E (3) 74 036104, 19. MR2282139
-
(2006)
Phys. Rev. E
, vol.74
, Issue.3
, pp. 036104+19
-
-
Newman, M.E.J.1
-
27
-
-
33745012299
-
Modularity and community structure in networks
-
NEWMAN, M. E. J. (2006). Modularity and community structure in networks. Proc. Natl. Acad. Sci. USA 103 8577-8582.
-
(2006)
Proc. Natl. Acad. Sci. USA
, vol.103
, pp. 8577-8582
-
-
Newman, M.E.J.1
-
28
-
-
37649028224
-
Finding and evaluating community structure in networks
-
NEWMAN, M. E. J. and GIRVAN, M. (2004). Finding and evaluating community structure in networks. Phys. Rev. E (3) 69 026113.
-
(2004)
Phys. Rev. E
, vol.69
, Issue.3
, pp. 026113
-
-
Newman, M.E.J.1
Girvan, M.2
-
29
-
-
34547405111
-
Mixture models and exploratory analysis in networks
-
NEWMAN, M. E. J. and LEICHT, E. A. (2007). Mixture models and exploratory analysis in networks. Proc. Natl. Acad. Sci. USA 104 9564-9569.
-
(2007)
Proc. Natl. Acad. Sci. USA
, vol.104
, pp. 9564-9569
-
-
Newman, M.E.J.1
Leicht, E.A.2
-
30
-
-
0442296603
-
Estimation and prediction for stochastic block-structures
-
MR1947255
-
NOWICKI, K. and SNIJDERS, T. A. B. (2001). Estimation and prediction for stochastic block-structures. J. Amer. Statist. Assoc. 96 1077-1087. MR1947255
-
(2001)
J. Amer. Statist. Assoc.
, vol.96
, pp. 1077-1087
-
-
Nowicki, K.1
Snijders, T.A.B.2
-
32
-
-
80052860256
-
Spectral clustering and the high-dimensional stochastic blockmodel
-
MR2893856
-
ROHE, K., CHATTERJEE, S. and YU, B. (2011). Spectral clustering and the high-dimensional stochastic blockmodel. Ann. Statist. 39 1878-1915. MR2893856
-
(2011)
Ann. Statist.
, vol.39
, pp. 1878-1915
-
-
Rohe, K.1
Chatterjee, S.2
Yu, B.3
-
34
-
-
0031495186
-
Estimation and prediction for stochastic blockmodels for graphs with latent block structure
-
MR1449742
-
SNIJDERS, T. A. B. and NOWICKI, K. (1997). Estimation and prediction for stochastic blockmodels for graphs with latent block structure. J. Classification 14 75-100. MR1449742
-
(1997)
J. Classification
, vol.14
, pp. 75-100
-
-
Snijders, T.A.B.1
Nowicki, K.2
-
35
-
-
0002736675
-
Stochastic blockmodels for directed graphs
-
MR0883333
-
WANG, Y. J. and WONG, G. Y. (1987). Stochastic blockmodels for directed graphs. J. Amer. Statist. Assoc. 82 8-19. MR0883333
-
(1987)
J. Amer. Statist. Assoc.
, vol.82
, pp. 8-19
-
-
Wang, Y.J.1
Wong, G.Y.2
-
36
-
-
0002210265
-
On the convergence properties of the EM algorithm
-
MR0684867
-
WU, C. F. J. (1983). On the convergence properties of the EM algorithm. Ann. Statist. 11 95-103. MR0684867
-
(1983)
Ann. Statist.
, vol.11
, pp. 95-103
-
-
Wu, C.F.J.1
-
37
-
-
0242354222
-
Information-theoretic measures for knowledge discovery and data mining
-
Springer, New York
-
YAO, Y. Y. (2003). Information-theoretic measures for knowledge discovery and data mining. In Entropy Measures, Maximum Entropy Principle and Emerging Applications 115-136. Springer, New York.
-
(2003)
Entropy Measures, Maximum Entropy Principle and Emerging Applications
, pp. 115-136
-
-
Yao, Y.Y.1
-
38
-
-
84874798051
-
Consistency of community detection in networks under degree-corrected stochastic block models
-
MR3059083
-
ZHAO, Y., LEVINA, E. and ZHU, J. (2012). Consistency of community detection in networks under degree-corrected stochastic block models. Ann. Statist. 40 2266-2292. MR3059083
-
(2012)
Ann. Statist.
, vol.40
, pp. 2266-2292
-
-
Zhao, Y.1
Levina, E.2
Zhu, J.3
|